Data Scientist at Fireworks AI — Career Guide 2026

Role Overview

A Data Scientist at Fireworks AI plays a critical role in optimizing and understanding the performance of their fast inference platform for generative AI. This position involves analyzing vast amounts of data related to model inference, hardware utilization, latency, and throughput. You will be instrumental in identifying bottlenecks, improving efficiency, and providing insights that enhance the platform's ability to deliver high-speed, cost-effective generative AI services to customers.

Key Responsibilities

• Design and implement experiments to benchmark and compare the performance of different AI models and inference configurations.
• Develop robust data pipelines to collect and analyze telemetry data from the inference platform, including latency, throughput, and resource utilization.
• Apply advanced statistical methods and time